The aroma of burnt coffee hung heavy in the air of Ms. Baker’s apartment, another Sunday morning wasted. She stared at the overflowing trash can, the bills that piled up on the counter, and the reflection in the mirror, and the sense of defeat threatened to swallow her whole. The doorbell rang, a sharp, unwelcome sound. A basket of freshly baked goods was left at her door. Nestled amongst the muffins and scones was a note: "You always said everyone deserved a warm meal. - Michael." Her shoulders seemed to unclench a fraction.

Emotion: stuck

Cluster: Sadness / Despair
PC1 (Valence): -2.17 Negative
PC2 (Disposition): -0.72

Role in Research

This story is one of 1,000 stories generated for the emotion stuck. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 stuck stories, after denoising with neutral dialogue baselines, produces the stuck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stuck vector is projected through the unembedding matrix.

Promoted:
S0.487
缺乏0.401
L0.361
每天0.348
stagn0.348
Suppressed:
l-0.472
la-0.346
随后-0.322
undamaged-0.268
C-0.263